# Towards Better User Requirements: How to Involve Human Participants in XAI Research

arXiv: https://arxiv.org/abs/2212.03186 · HTML: https://mlsanity.com/paper/2212.03186/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 6 Dec 2022.

## Built on by (most cited first, 1 of 1)

- [How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey](https://mlsanity.com/paper/2403.14496/) (2024)

## Abstract (arXiv)

Human-Center eXplainable AI (HCXAI) literature identifies the need to address user needs. This paper examines how existing XAI research involves human users in designing and developing XAI systems and identifies limitations in current practices, especially regarding how researchers identify user requirements. Finally, we propose several suggestions on how to derive better user requirements.